How do I track purchases in google analytics from each of my google custom URL campaigns?

Yes, it is possible to show the revenue obtained from a campaign. Do you have ecommerce tracking code implemented on your website? Do you see revenue reported elsewhere on your site? Have people actually converted from your campaigns?